benchmark_ik.cpp

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/* Author: Mark Moll */
 
#include <chrono>
#include <rclcpp/rclcpp.hpp>
#include <boost/program_options.hpp>
#include <moveit/robot_model_loader/robot_model_loader.h>
#include <moveit/planning_scene/planning_scene.h>
#include <moveit/utils/robot_model_test_utils.h>
 
namespace po = boost::program_options;
 
static const rclcpp::Logger LOGGER = rclcpp::get_logger("cached_ik.measure_ik_call_cost");
 
// Benchmark program measuring time to solve inverse kinematics of robot described in robot_description
int main(int argc, char* argv[])
{
  std::string group;
  std::string tip;
  unsigned int num;
  bool reset_to_default;
  po::options_description desc("Options");
  // clang-format off
  desc.add_options()
      ("help", "show help message")
      ("group", po::value<std::string>(&group)->default_value("all"), "name of planning group")
      ("tip", po::value<std::string>(&tip)->default_value("default"), "name of the end effector in the planning group")
      ("num", po::value<unsigned int>(&num)->default_value(100000), "number of IK solutions to compute")
      ("reset_to_default", po::value<bool>(&reset_to_default)->default_value(true),
       "whether to reset IK seed to default state. If set to false, the seed is the "
       "correct IK solution (to accelerate filling the cache).");
  // clang-format on
 
  po::variables_map vm;
  po::store(po::parse_command_line(argc, argv, desc), vm);
  po::notify(vm);
 
  if (vm.count("help") != 0u)
  {
    std::cout << desc << '\n';
    return 1;
  }
 
  rclcpp::init(argc, argv);
  rclcpp::Node::SharedPtr node = rclcpp::Node::make_shared("benchmark_ik");
  rclcpp::executors::MultiThreadedExecutor executor;
  executor.add_node(node);
 
  // TODO(henningkayser): Load robot model from robot_description, fix kinematic param config
  // robot_model_loader::RobotModelLoader robot_model_loader(node);
  // const moveit::core::RobotModelPtr& kinematic_model = robot_model_loader.getModel();
  const moveit::core::RobotModelPtr& kinematic_model = moveit::core::loadTestingRobotModel("panda");
  planning_scene::PlanningScene planning_scene(kinematic_model);
  moveit::core::RobotState& robot_state = planning_scene.getCurrentStateNonConst();
  collision_detection::CollisionRequest collision_request;
  collision_detection::CollisionResult collision_result;
  std::chrono::duration<double> ik_time(0);
  std::chrono::time_point<std::chrono::system_clock> start;
  std::vector<moveit::core::JointModelGroup*> groups;
  std::vector<std::string> end_effectors;
 
  if (group == "all")
  {
    groups = kinematic_model->getJointModelGroups();
  }
  else
  {
    groups.push_back(kinematic_model->getJointModelGroup(group));
  }
 
  for (const auto& group : groups)
  {
    // skip group if there's no IK solver
    if (group->getSolverInstance() == nullptr)
    {
      RCLCPP_WARN_STREAM(LOGGER, "No kinematic solver configured for group '" << group->getName() << "' - skipping");
      continue;
    }
 
    if (tip == "default")
    {
      group->getEndEffectorTips(end_effectors);
    }
    else
    {
      end_effectors = std::vector<std::string>(1, tip);
    }
 
    // perform first IK call to load the cache, so that the time for loading is not included in
    // average IK call time
    robot_state.setToDefaultValues();
    EigenSTL::vector_Isometry3d default_eef_states;
    for (const auto& end_effector : end_effectors)
      default_eef_states.push_back(robot_state.getGlobalLinkTransform(end_effector));
    if (end_effectors.size() == 1)
    {
      robot_state.setFromIK(group, default_eef_states[0], end_effectors[0], 0.1);
    }
    else
    {
      robot_state.setFromIK(group, default_eef_states, end_effectors, 0.1);
    }
 
    bool found_ik;
    unsigned int num_failed_calls = 0, num_self_collisions = 0;
    EigenSTL::vector_Isometry3d end_effector_states(end_effectors.size());
    unsigned int i = 0;
    while (i < num)
    {
      robot_state.setToRandomPositions(group);
      collision_result.clear();
      planning_scene.checkSelfCollision(collision_request, collision_result);
      if (collision_result.collision)
      {
        ++num_self_collisions;
        continue;
      }
      for (unsigned j = 0; j < end_effectors.size(); ++j)
        end_effector_states[j] = robot_state.getGlobalLinkTransform(end_effectors[j]);
      if (reset_to_default)
        robot_state.setToDefaultValues();
      start = std::chrono::system_clock::now();
      if (end_effectors.size() == 1)
      {
        found_ik = robot_state.setFromIK(group, end_effector_states[0], end_effectors[0], 0.1);
      }
      else
      {
        found_ik = robot_state.setFromIK(group, end_effector_states, end_effectors, 0.1);
      }
      ik_time += std::chrono::system_clock::now() - start;
      if (!found_ik)
        num_failed_calls++;
      ++i;
      if (i % 100 == 0)
      {
        RCLCPP_INFO(LOGGER,
                    "Avg. time per IK solver call is %g after %d calls. %g%% of calls failed to return a solution. "
                    "%g%% of random joint configurations were ignored due to self-collisions.",
                    ik_time.count() / static_cast<double>(i), i, 100. * num_failed_calls / i,
                    100. * num_self_collisions / (num_self_collisions + i));
      }
    }
    RCLCPP_INFO(LOGGER, "Summary for group %s: %g %g %g", group->getName().c_str(),
                ik_time.count() / static_cast<double>(i), 100. * num_failed_calls / i,
                100. * num_self_collisions / (num_self_collisions + i));
  }
 
  rclcpp::shutdown();
  return 0;
}